Blog
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May 29, 2026
This notebook teaches you how to build a Random Forest Regressor from scratch using Python and scikit-learn, applied to the...
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May 29, 2026
Here I use RFC to show its application in finance domain to predict if a loan granted to a person...
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May 29, 2026
This notebook teaches you how to build a Random Forest Classifier from scratch using Python and scikit-learn, applied to a...
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May 28, 2026
Credit risk assessment is one of the most impactful applications of deep learning in the banking and finance sector. This...
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May 27, 2026
Here we will understand how logistic regression models a binary outcome in stocks. The features would be RSI, Moving Averages,...
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May 26, 2026
This notebook builds a simple categorical Naive Bayes classifier to predict whether a customer will buy a product based on...
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May 26, 2026
Here I show how to use tensorflow keras library to design an AI model that can identify handwritten digits model_creation1_3_ANN_UseTensorFlow_MNIST_10class...
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May 26, 2026
Here I show how to design a signle neuron using numpy library numpy_for_NN In [2]: import numpy as np import...
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May 26, 2026
Linear Regression is one of the simplest and most important Machine Learning algorithms used for predicting numerical values. It helps...
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May 26, 2026
Logistic Regression is one of the most popular and beginner-friendly machine learning algorithms. Despite having the word “regression” in its...
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